'This blogpost introduces version 0.3 of the TensorForce reinforcement learning (RL) library, and motivates major design changes. Development was guided by the aim to provide a better interface and implementation for optimization modules, and later execution. More generally, with version 0.3, we are taking a big step towards RL models as pure TensorFlow objects, including all control-flow.'